Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
NeurIPS 2024
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
ACL 2024
Generalized Coverage for More Robust Low-Budget Active Learning
ECCV 2024
Generalized Fake Audio Detection via Deep Stable Learning
Interspeech 2024
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching
CVPR 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction
AAAI 2024
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
NeurIPS 2024
Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge
CVPR 2024
Generalizing across Temporal Domains with Koopman Operators
AAAI 2024
Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4
EMNLP 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
ACL 2024
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
WACV 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
NeurIPS 2024
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History
MLHC 2024
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models
WACV 2024
Generate Like Experts: Multi-Stage Font Generation by Incorporating Font Transfer Process into Diffusion Models
CVPR 2024
Generate Synthetic Text Approximating the Private Distribution with Differential Privacy
IJCAI 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
EMNLP 2024
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees
AISTATS 2024
Generating Benchmarks for Factuality Evaluation of Language Models
EACL 2024
Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks
ACL 2024
Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks
AAAI 2024
Generating Distributable Surrogate Corpus for Medical Multi-label Classification
COLING 2024
Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline
CVPR 2024
Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing
ACL 2024